GenAI & technology architect

One thread, many directions.

21 years connecting systems never meant to talk, now GenAI and IT operations.

Latest essays

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2026
Tech

The Analyst I Built for Myself

I've spent years making monitoring data actionable through AIOps and integration pipelines. Building a personal market research tool turned out to be exactly the same problem.

reflectionaiopssystems-thinkingcareer

3 min read

2026
Tech

The Model Needed a Map, Not a Search Engine

I built a small assistant that answers questions from a wiki of procedures, running on llama.cpp. The best decision I made was deleting the search tool and handing the model a catalog instead.

aiopsintegrationsystems-thinking

5 min read

2025
Wisdom

The Invisible Architecture: What 21 Years in Enterprise IT Taught Me About Patience

The most important systems are the ones nobody notices until they fail. A reflection on building invisible integrations — and the leadership lessons hiding inside.

integrationleadershipreflection

5 min read

2025
Tech

Migrations Are a Mindset, Not a Project

After multiple data center migrations, I've learned that the technical work is the easy part. The real migration is always the one happening in people's heads.

cloudawsleadership

4 min read

2025
Life

What Saturn's Rings Taught Me About Systems Thinking

Billions of ice particles, each following simple rules, producing something vast and intricate and beautiful. There's a lesson here for anyone who designs systems for a living.

astronomysystems-thinkingphilosophy

4 min read

Have an AI or technology problem worth solving?

I help work out what is worth building, how it should be architected, and how to prove it works.